01 · COMMERCE & MEDIA
Localize creative production without multiplying agency cycles
Explore product imagery, campaign variants, and short-form video workflows where speed, consistency, and brand control can be measured.
SEEDREAM · SEEDANCE
CASE 01RESEARCH & OUTBOUND
AI-assisted research that scales new-logo prospecting
pipeline creation · public-signal research · stakeholder mapping · daily field use
PROBLEM
An enterprise territory of 500+ accounts across Korea's conglomerate affiliates cannot be covered with manual research. Each account took hours of reading disclosures, news, and org changes before a single credible email could be written. Research was the bottleneck of the entire outbound motion.
WHAT I BUILT
An agentic system that reads public signals about a target account, produces a structured research brief and strategy report, and drafts personalized outbound (EDM) grounded in that brief. I refined it in production, on my own quota, iterating on the process as it scaled across the territory.
RESULT
hrs → min
per-account research time
500+
accounts covered by one seller
Daily
in real use, not a prototype
The public demo is fully anonymized: account names, identifiers, and domains are replaced with neutral codes. No employer or customer data appears on this site.
Public signals
disclosures · news · hiring · org changes
↓
Research agents
account brief · stakeholder map · timing triggers
↓
Strategy report
why-now narrative per account
↓
Personalized outbound
EDM drafts grounded in the brief
CASE 02PIPELINE CRM
Account strategy for complex Korean enterprises
multi-entity territory strategy · stakeholder relationships · commercial next steps
PROBLEM
Standard CRM views are built for reporting, not for working a territory where one group means a holding company, dozens of affiliates, and in-group SI relationships. I needed a view of my own pipeline that thinks in groups and whitespace, not in flat account lists.
WHAT I BUILT
A personal CRM app that organizes customer, deal, and contact data around group structures: which affiliates are active, where a first win can expand, and what the next action is for every living opportunity. I use it alongside the corporate CRM every working day.
RESULT
One seller keeps a full conglomerate territory workable: every affiliate touch, stakeholder, and next step in one place, structured the way group-account selling actually happens.
The public demo contains 100% synthetic data. No employer or customer records appear anywhere on this site.
CASE 03DATA STORYTELLING
Data storytelling that moves evaluations forward
industry discovery · use-case shaping · PoC and workshop enablement
PROBLEM
Enterprise analytics deals stall when customers cannot picture what good looks like. Feature lists do not move manufacturing and semiconductor stakeholders; concrete, industry-shaped examples do.
WHAT I BUILT
A curated Tableau Public program that matches industry-specific visualization examples to each customer conversation: the right dashboard patterns for the right stakeholder at the right stage. Used in real field enablement sessions.
RESULT
Workshops and on-site sessions start from concrete pictures instead of abstractions, and technical evaluation conversations reach use-case agreement faster.
Built entirely on Tableau Public, an open platform. Customer names and internal usage details are not shown.
